---
slug: 27-agent-evaluation-frameworks
role: index
date: 2026-04-21
---

> **📅 Research snapshot as of 2026-04-21.** Provider pricing, free-tier availability, and model capabilities drift every quarter. The router reads `data/routing-table.json` and `data/model-registry.json` at runtime — treat those as source of truth. If this document disagrees with the registry, the registry wins.

# Category 27 — Agent Evaluation Frameworks

Agent-benchmarking frameworks, image-generation eval pipelines, golden-dataset regression testing, automated quality metrics in CI, and provider-update regression detection.

## Angles

| File | Topic |
|---|---|
| [`27a-agent-benchmarking-frameworks.md`](./27a-agent-benchmarking-frameworks.md) | Agent Benchmarking Frameworks |
| [`27b-image-generation-eval-pipelines.md`](./27b-image-generation-eval-pipelines.md) | Image Generation Eval Pipelines |
| [`27c-golden-dataset-regression-testing.md`](./27c-golden-dataset-regression-testing.md) | Golden Dataset and Regression Testing |
| [`27d-automated-quality-metrics-ci.md`](./27d-automated-quality-metrics-ci.md) | Automated Quality Metrics for CI |
| [`27e-provider-update-regression-detection.md`](./27e-provider-update-regression-detection.md) | Provider Update Regression Detection |

## Also in this folder

- [`SYNTHESIS.md`](./SYNTHESIS.md) — synthesized insights across angles

## Up one level

- [`../index.md`](../index.md) — master research index
- [`../SYNTHESIS.md`](../SYNTHESIS.md) — master synthesis
